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Atmospheric chemistry models usually perform badly in forecasting wintertime air pollution because of their uncertainties. Generally, such uncertainties can be decreased effectively by techniques such as data assimilation(DA) and model output statistics(MOS). However, the relative importance and combined effects of the two techniques have not been clarified. Here,a one-month air quality forecast with the Weather Research and Forecasting-Chemistry(WRF-Chem) model was carried out in a virtually operational setup focusing on Hebei Province, China. Meanwhile, three-dimensional variational(3 DVar) DA and MOS based on one-dimensional Kalman filtering were implemented separately and simultaneously to investigate their performance in improving the model forecast. Comparison with observations shows that the chemistry forecast with MOS outperforms that with 3 DVar DA, which could be seen in all the species tested over the whole 72 forecast hours. Combined use of both techniques does not guarantee a better forecast than MOS only, with the improvements and degradations being small and appearing rather randomly. Results indicate that the implementation of MOS is more suitable than 3 DVar DA in improving the operational forecasting ability of WRF-Chem. 相似文献
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针对黄河流域气候监测业务比较薄弱,缺乏有效业务平台支撑的情况,河南省气候中心开展了黄河流域气候监测服务系统建设。建立了包括黄河流域气象台站历史资料与实时资料的流域气候监测资料库,开发了黄河流域气候监测服务软件,实现了任意时段、任意流域气温、降水、气象干旱的资料计算与提取,实现了暴雨日数、最大日降水量、降水日数、极端高温、极端低温、高温日数、低温日数等计算,实现了对任意时段、任意站点(或任意省份、任意流域)气温、降水随时间变化的线性趋势分析,基于Surfer自动化技术的图形绘制模块可以进行降水量实况图、降水距平百分率图、气温实况图、气温距平图、气象干旱实况图、暴雨日数图、高温日数图、低温日数图等的制作和输出,实现了业务产品自动生成与分发。整个系统功能实用、使用方便,提高了业务人员工作效率,增强了黄河流域气候监测服务能力和水平,为黄河流域气候监测服务提供了重要的技术支撑,在黄河流域气候监测、决策气象服务等工作中得到了较好的应用。 相似文献
84.
Symbiodinium (internal transcribed spacer 2) diversity in the coral host Agaricia lamarcki (Cnidaria: Scleractinia) between shallow and mesophotic reefs in the Northern Caribbean (20–70 m)
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Matthew Q. Lucas Michael Stat Matthew C. Smith Ernesto Weil Nikolaos V. Schizas 《Marine Ecology》2016,37(5):1079-1087
This study investigated differences in Symbiodinium diversity in the scleractinian coral species Agaricia lamarcki between shallow (20–25 m) and mesophotic (50–70 m) depths in the Northern Caribbean. Corals were sampled in each of four shallow sites (20–25 m; n = 18) and three mesophotic sites (50–70 m; n = 18) from Mona Island (Puerto Rico) and the US Virgin Islands during a mesophotic exploratory cruise and from the La Parguera shelf edge, off Southwestern Puerto Rico. Symbiodinium diversity was assessed using internal transcribed spacer 2 sequences clustered into operational taxonomic units (OTUs). Clustering resulted in eight clade C OTUs and one clade D OTU. Of these, there were three common Symbiodinium OTUs consisting of C3 and D1a.N14 in shallow reefs and C11.N4 in mesophotic reefs. Statistical tests (permutational multivariate analysis of variance and analysis of similarity) showed significant differences between clade C Symbiodinium OTUs in A. lamarcki colonies located at shallow and mesophotic depths, indicating symbiont zonation. Symbiodinium diversity in A. lamarcki from the Northern Caribbean is comparable to previous reports in the Southern Caribbean for this species. This is the first report of the thermal tolerant species Symbiodinium trenchii (D1a) in A. lamarcki. 相似文献
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The use of data‐driven modelling techniques to deliver improved suspended sediment rating curves has received considerable interest in recent years. Studies indicate an increased level of performance over traditional approaches when such techniques are adopted. However, closer scrutiny reveals that, unlike their traditional counterparts, data‐driven solutions commonly include lagged sediment data as model inputs, and this seriously limits their operational application. In this paper, we argue the need for a greater degree of operational reasoning underpinning data‐driven rating curve solutions and demonstrate how incorrect conclusions about the performance of a data‐driven modelling technique can be reached when the model solution is based upon operationally invalid input combinations. We exemplify the problem through the re‐analysis and augmentation of a recent and typical published study, which uses gene expression programming to model the rating curve. We compare and contrast the previously published solutions, whose inputs negate their operational application, with a range of newly developed and directly comparable traditional and data‐driven solutions, which do have operational value. Results clearly demonstrate that the performance benefits of the published gene expression programming solutions are dependent on the inclusion of operationally limiting, lagged data inputs. Indeed, when operationally inapplicable input combinations are discounted from the models and the analysis is repeated, gene expression programming fails to perform as well as many simpler, more standard multiple linear regression, piecewise linear regression and neural network counterparts. The potential for overstatement of the benefits of the data‐driven paradigm in rating curve studies is thus highlighted. Copyright © 2011 John Wiley & Sons, Ltd. 相似文献
88.
介绍了宁波市气象服务产品传真发布系统的设计思路、技术框架、关键技术和应用情况。针对目前气象服务产品多使用网页方式展现的现状,开发了网页传真功能,通过Web Service方式实现了传真发布手段与气象服务产品的无缝衔接,提供了发送记录、回执查询和失败重发等功能;针对预警信号等服务产品传真对象相对固定的特点,研发了各类产品传真默认信息配置模块,实现服务产品与默认传真收件人的动态绑定。该系统高达100路/min的发送效率,极大地提高了预警发布的时效性,在气象防灾减灾中发挥了重要作用。 相似文献
89.
介绍了中国气象科学研究院研发的雷电临近预警系统(CAMSLNWS)在北京地区开展的业务运行试验.通过运行测试以及预警结果与闪电监测结果的对比评估,表明:CAMS.LNWS能够稳定运行,定时读取多种探测资料、自动生成并循环显示雷电发生概率、雷电活动区域移动趋势和重点区域雷电危险度等级三种雷电临近预警产品;CAMS.LNWS的雷电发生概率预警产品具有较高的命中率,能够较好地对0~30min内可能发生闪电的区域进行有效预警;随着预警时间的延长,CAMS.LNWS的预警效果会有所降低. 相似文献
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